RampantTrackGeneration 0.0.1.1.1

Rampant on the Tracks's Track generation logic, leveraging Voronout and optimized for a web service.

RampantTrackGeneration is..

.. the Track generation logic for Rampant on the Tracks.

The logic is invoked by calling

@staticmethod
def generateTrack(
    diagramWidth: int,
    diagramHeight: int,
    numWalkersOnTrack: int,
    numDestinationsOnTrack: int,
    diagramEdgePercentageToProcess: float, 
    newConnectionAngleMinQuantile: float, 
    lonelyConnectionMinLengthQuantile: float, 
    connectionLengthVertexPadding: float, 
    connectionLengthNodeBuffer: float
) -> Track:

in TrackGenerator.

Track

@dataclass(frozen=True)
class Track:
    nodes: dict[uuid4, Point]
    stops: dict[uuid4, tuple[Point]]
    edges: dict[uuid4, EdgeVertexInfo]

describes a set of edges, each a connection between two Points. nodes are the Points - stops are intervals on each edge, a gameplay mechanic that'll be elaborated later.

generateTrack derives the Track from a randomly generated Voronoi diagram.

It preserves the organic appeal of the diagram's shape - connectivity of varying lengths between unevenly spaced points - and goes on to enhance that by removing a subset of the smallest edges, replacing them with longer " reconnections ". The reconnections' intersections with other edges are calculated. Intersections that could be removed without newly isolating either of the involved Points are removed - this, and further trimming, increase the variance of the resulting Track's shape and its appeal in both visual and gameplay terms.

It uses Voronout to generate the diagram and networkX to model the diagram's transformation into a Track.

RampantTrackGeneration works by..

.. doing the following:

• calculating numRegions (numWalkersOnTrack * numDestinationsOnTrack * 2)
• generating #numRegions Voronoi diagram sites (0 <= x <= diagramWidth, 0 <= y <= diagramHeight)
• generating the Voronoi diagram
• using newConnectionAngleMinQuantile to calculate initialDiagramMinAcceptableAngle, the minimum angle any new reconnection should make with any of the edges at either of its vertices
  • rejecting any reconnection that does not satisfy that constraint minimizes the probability of getting Track edges that make awkwardly small angles with other edges
• reconnecting diagramEdgePercentageToProcess * 100% of the smallest edges in the diagram
• removing all intersection edges created by reconnection that can be safely removed
• removing all " lonely " edges (ones where one vertex is only connected to that edge) with length <= lonelyConnectionMinLengthQuantile * 100% of all edge lengths
• placing Stops on the remaining edges
  • to avoid the awkwardness of placing on " too small edges ", we only place on edges whose length is greater than (connectionLengthVertexPadding + connectionLengthNodeBuffer) * 100% of edges
  • to space Stops organically on an edge, we place them at least connectionLengthVertexPadding * 100% of the edge length away from either of points - and make the distance between each Stop at least connectionLengthNodeBuffer * 100% of the edge length

The resulting enhancement can be seen in the below illustration of Voronoi diagram -> Track: